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1

[Lecture Notes in Computer Science] Advanced Lectures on Machine Learning Volume 2600 || A Few Notes on Statistical Learning Theory

Mendelson, Shahar, Smola, Alexander J.

Year:

2003

Language:

english

File:

PDF, 919 KB

english, 2003

2

[Lecture Notes in Computer Science] Advanced Lectures on Machine Learning Volume 2600 || An Introduction to Boosting and Leveraging

Mendelson, Shahar, Smola, Alexander J.

Year:

2003

Language:

english

File:

PDF, 1.38 MB

english, 2003

3

Upper bounds on product and multiplier empirical processes

Mendelson, Shahar

Journal:

Stochastic Processes and their Applications

Year:

2016

Language:

english

File:

PDF, 429 KB

english, 2016

4

Reconstruction and Subgaussian Operators in Asymptotic Geometric Analysis

Shahar Mendelson, Alain Pajor, Nicole Tomczak-Jaegermann

Journal:

Geometric And Functional Analysis

Year:

2007

Language:

english

File:

PDF, 358 KB

english, 2007

5

Empirical Processes with a BoundedΨ1Diameter

Shahar Mendelson

Journal:

Geometric And Functional Analysis

Year:

2010

Language:

english

File:

PDF, 491 KB

english, 2010

6

On weakly bounded empirical processes

Shahar Mendelson

Journal:

Mathematische Annalen

Year:

2008

Language:

english

File:

PDF, 282 KB

english, 2008

7

Uniform Uncertainty Principle for Bernoulli and Subgaussian Ensembles

Shahar Mendelson, Alain Pajor, Nicole Tomczak-Jaegermann

Journal:

Constructive Approximation

Year:

2008

Language:

english

File:

PDF, 329 KB

english, 2008

8

Empirical minimization

Peter L. Bartlett, Shahar Mendelson

Journal:

Probability Theory and Related Fields

Year:

2006

Language:

english

File:

PDF, 229 KB

english, 2006

9

A subgaussian embedding theorem

Shahar Mendelson, Nicole Tomczak-Jaegermann

Journal:

Israel Journal of Mathematics

Year:

2008

Language:

english

File:

PDF, 193 KB

english, 2008

10

Obtaining fast error rates in nonconvex situations

Shahar Mendelson

Journal:

Journal of Complexity

Year:

2008

Language:

english

File:

PDF, 243 KB

english, 2008

11

[Lecture Notes in Mathematics] Geometric Aspects of Functional Analysis Volume 2050 || The Hörmander Proof of the Bourgain–Milman Theorem

Klartag, Bo'az, Mendelson, Shahar, Milman, Vitali D.

Year:

2012

Language:

english

File:

PDF, 139 KB

english, 2012

12

On generic chaining and the smallest singular value of random matrices with heavy tails

Shahar Mendelson, Grigoris Paouris

Journal:

Journal of Functional Analysis

Year:

2012

Language:

english

File:

PDF, 307 KB

english, 2012

13

ℓ1-regularized linear regression: persistence and oracle inequalities

Bartlett, Peter L., Mendelson, Shahar, Neeman, Joseph

Journal:

Probability Theory and Related Fields

Year:

2012

Language:

english

File:

PDF, 342 KB

english, 2012

14

Pain Assessment and Management by Nurses in a Geriatric Setting: Discrepancies between Guidelines and Documented Practice

Shahar, Irit, Mendelson, Gad, Gerbi, Shlomit, Ben Natan, Merav

Journal:

Pain Management Nursing

Year:

2018

Language:

english

File:

PDF, 599 KB

english, 2018

15

Improved bounds for sparse recovery from subsampled random convolutions

Mendelson, Shahar, Rauhut, Holger, Ward, Rachel

Journal:

The Annals of Applied Probability

Year:

2018

Language:

english

File:

PDF, 339 KB

english, 2018

16

Mean Estimation and Regression Under Heavy-Tailed Distributions: A Survey

Lugosi, Gábor, Mendelson, Shahar

Journal:

Foundations of Computational Mathematics

Year:

2019

Language:

english

File:

PDF, 694 KB

english, 2019

17

Learnability in Hilbert Spaces with Reproducing Kernels

Shahar Mendelson

Journal:

Journal of Complexity

Year:

2002

Language:

english

File:

PDF, 168 KB

english, 2002

18

Reconstruction and subgaussian processes

Shahar Mendelson, Alain Pajor, Nicole Tomczak-Jaegermann

Journal:

Comptes Rendus Mathematique

Year:

2005

Language:

english

File:

PDF, 94 KB

english, 2005

19

Embedding with a Lipschitz function

Shahar Mendelson

Journal:

Random Structures & Algorithms

Year:

2005

Language:

english

File:

PDF, 209 KB

english, 2005

20

Aggregation via empirical risk minimization

Guillaume Lecué, Shahar Mendelson

Journal:

Probability Theory and Related Fields

Year:

2009

Language:

english

File:

PDF, 268 KB

english, 2009

21

Complexity measures of sign matrices

Nati Linial, Shahar Mendelson, Gideon Schechtman, Adi Shraibman

Journal:

Year:

2007

Language:

english

File:

PDF, 293 KB

english, 2007

22

Subspaces and Orthogonal Decompositions Generated by Bounded Orthogonal Systems

Olivier Guédon, Shahar Mendelson, Alain Pajor, Nicole Tomczak-Jaegermann

Journal:

Year:

2007

Language:

english

File:

PDF, 238 KB

english, 2007

23

[Lecture Notes in Mathematics] Geometric Aspects of Functional Analysis Volume 2050 ||

Klartag, Bo'az, Mendelson, Shahar, Milman, Vitali D.

Year:

2012

Language:

english

File:

PDF, 133 KB

english, 2012

24

[Lecture Notes in Mathematics] Geometric Aspects of Functional Analysis Volume 2050 || Finitely Supported Measures on $$S{L}_{2}(\mathbb{R})$$ Which are Absolutely Continuous at Infinity

Klartag, Bo'az, Mendelson, Shahar, Milman, Vitali D.

Year:

2012

Language:

english

File:

PDF, 151 KB

english, 2012

25

Adherence with oseltamivir chemoprophylaxis among workers exposed to poultry during avian influenza outbreaks in southern Israel

Ilana Belmaker, Michael Lyandres, Natalya Bilenko, Larissa Dukhan, Ella Mendelson, Michal Mandelboim, Liora Shahar-Rotberg, Einat Bitran, Yochi Yossef, Itamar Grotto

Journal:

International Journal of Infectious Diseases

Year:

2009

Language:

english

File:

PDF, 136 KB

english, 2009

26

[Lecture Notes in Computer Science] Advanced Lectures on Machine Learning Volume 2600 || A Short Introduction to Learning with Kernels

Mendelson, Shahar, Smola, Alexander J.

Year:

2003

Language:

english

File:

PDF, 915 KB

english, 2003

27

Phase retrieval: Stability and recovery guarantees

Eldar, Yonina C., Mendelson, Shahar

Journal:

Applied and Computational Harmonic Analysis

Year:

2014

Language:

english

File:

PDF, 426 KB

english, 2014

28

High Dimensional Probability || Modified Empirical CLT's under Only Pre-Gaussian Conditions

Shahar Mendelson and Joel Zinn

Journal:

IMS Lecture Notes--Monograph Series

Year:

2006

Language:

english

File:

PDF, 989 KB

english, 2006

29

[Lecture Notes in Computer Science] Advanced Lectures on Machine Learning Volume 2600 ||

Mendelson, Shahar, Smola, Alexander J.

Year:

2003

Language:

english

File:

PDF, 4.37 MB

english, 2003

30

Suprema of Chaos Processes and the Restricted Isometry Property

Krahmer, Felix, Mendelson, Shahar, Rauhut, Holger

Journal:

Communications on Pure and Applied Mathematics

Year:

2014

Language:

english

File:

PDF, 393 KB

english, 2014

31

On the singular values of random matrices

Mendelson, Shahar, Paouris, Grigoris

Journal:

Journal of the European Mathematical Society

Year:

2014

Language:

english

File:

PDF, 163 KB

english, 2014

32

Field study of fecal excretion as a decision support tool in response to silent reintroduction of wild-type poliovirus 1 into Israel

Moran-Gilad, Jacob, Mendelson, Ella, Burns, Cara C., Bassal, Ravit, Gdalevich, Michael, Sofer, Danit, Oberste, M. Steven, Shulman, Lester M., Kaliner, Ehud, Hindiyeh, Musa, Mor, Orna, Shahar, Liora, I

Journal:

Journal of Clinical Virology

Year:

2015

Language:

english

File:

PDF, 494 KB

english, 2015

33

Lipschitz Representations of Subsets of the Cube

Shahar Mendelson

Journal:

Proceedings of the American Mathematical Society

Year:

2007

Language:

english

File:

PDF, 871 KB

english, 2007

34

A New On-Line Learning Model

Mendelson, Shahar

Journal:

Neural Computation

Year:

2001

File:

PDF, 1.37 MB

2001

35

Learning without Concentration

Mendelson, Shahar

Journal:

Journal of the ACM

Year:

2015

Language:

english

File:

PDF, 214 KB

english, 2015

36

Discussion: Local Rademacher Complexities and Oracle Inequalities in Risk Minimization

Peter L. Bartlett and Shahar Mendelson

Journal:

The Annals of Statistics

Year:

2006

Language:

english

File:

PDF, 730 KB

english, 2006

37

Local Rademacher Complexities

Peter L. Bartlett, Olivier Bousquet and Shahar Mendelson

Journal:

The Annals of Statistics

Year:

2005

Language:

english

File:

PDF, 3.39 MB

english, 2005

38

A || The Shattering Dimension of Sets of Linear Functionals

Shahar Mendelson and Gideon Schechtman

Journal:

The Annals of Probability

Year:

2004

Language:

english

File:

PDF, 1.90 MB

english, 2004

39

A Probabilistic Approach to the Geometry of the ℓpn-ball

Franck Barthe, Olivier Guédon, Shahar Mendelson and Assaf Naor

Journal:

The Annals of Probability

Year:

2005

Language:

english

File:

PDF, 2.83 MB

english, 2005

40

DISCREPANCY, CHAINING AND SUBGAUSSIAN PROCESSES

Shahar Mendelson

Journal:

The Annals of Probability

Year:

2011

Language:

english

File:

PDF, 2.34 MB

english, 2011

41

GENERAL NONEXACT ORACLE INEQUALITIES FOR CLASSES WITH A SUBEXPONENTIAL ENVELOPE

Guillaume Lecué and Shahar Mendelson

Journal:

The Annals of Statistics

Year:

2012

Language:

english

File:

PDF, 1.93 MB

english, 2012

42

On Singular Values of Matrices with Independent Rows

Shahar Mendelson and Alain Pajor

Journal:

Year:

2006

Language:

english

File:

PDF, 915 KB

english, 2006

43

Bounding the Smallest Singular Value of a Random Matrix Without Concentration

Koltchinskii, Vladimir, Mendelson, Shahar

Journal:

International Mathematics Research Notices

Year:

2015

Language:

english

File:

PDF, 174 KB

english, 2015

44

Erratum to “Field study of fecal excretion as a decision support tool in response to silent reintroduction of wild-type poliovirus 1 into Israel” [J. Clin. Virol. 66 (2015) 51–55]

Moran-Gilad, Jacob, Mendelson, Ella, Burns, Cara C., Bassal, Ravit, Gdalevich, Michael, Sofer, Danit, Oberste, M. Steven, Shulman, Lester M., Kaliner, Ehud, Hindiyeh, Musa, Mor, Orna, Shahar, Liora, I

Journal:

Journal of Clinical Virology

Year:

2015

Language:

english

File:

PDF, 118 KB

english, 2015

45

Dvoretzky Type Theorems for Subgaussian Coordinate Projections

Mendelson, Shahar

Journal:

Journal of Theoretical Probability

Year:

2016

Language:

english

File:

PDF, 478 KB

english, 2016

46

REGULARIZATION IN KERNEL LEARNING

Shahar Mendelson and Joseph Neeman

Journal:

The Annals of Statistics

Year:

2010

Language:

english

File:

PDF, 2.65 MB

english, 2010

47

On aggregation for heavy-tailed classes

Mendelson, Shahar

Journal:

Probability Theory and Related Fields

Year:

2017

Language:

english

File:

PDF, 643 KB

english, 2017

48

MON-P036: The Association Between Nutritional Status and Osteoporotic Fracture Rehabilitation Outcomes in the Elderly

Mendelson, G., Katz, Y., Bar, O., Shahar, D.R., Lehman, Y., Spiegel, D., Ochayon, Y., Shavit, N., Mimran Nahon, D., Redinski, Y., Arbiv, C.

Journal:

Clinical Nutrition

Year:

2016

Language:

english

File:

PDF, 71 KB

english, 2016

49

Performance of empirical risk minimization in linear aggregation

Lecué, Guillaume, Mendelson, Shahar

Journal:

Year:

2016

Language:

english

File:

PDF, 167 KB

english, 2016

50

Minimax rate of convergence and the performance of empirical risk minimization in phase recovery

Lecué, Guillaume, Mendelson, Shahar

Journal:

Electronic Journal of Probability

Year:

2015

Language:

english

File:

PDF, 448 KB

english, 2015

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